AI Threat Alert

AI Security Threat Feed

Latest CVEs affecting AI/ML systems — LLM frameworks, ML libraries, AI agents, vector databases, and inference servers. Vulnerabilities are tracked from NVD, GitHub Advisory, CISA KEV, MITRE ATLAS, and enriched with CVSS, EPSS, exploitation confidence, AI-component classification, and compliance mappings to ISO 42001, EU AI Act, NIST AI RMF, and OWASP LLM Top 10. Updated continuously as new CVEs are published.

Sources
Each CVE is enriched with
  • CVSS severity
  • EPSS exploit probability
  • Exploitation confidence
  • AI-component classification
  • Compliance mappings
4,307

AI/ML CVEs Tracked

533

Critical

95

New This Week

25

In CISA KEV

Sort:DateCVSSEPSSKEV firstMost exploited
Filter:AllCriticalHighMediumKEV onlyActive exploitationHas patchNo patch

Latest AI Security Threats

Showing 20 of 4307 results
HIGH

Langflow: authenticated RCE via unguarded eval()

CVE-2026-78571
8.8
EPSS 0.8%
Code ExecutionFrameworkAgent
langflowCWE-943 ATLAS
HIGH

Langflow: incomplete denylist enables authenticated RCE

CVE-2026-78569
8.8
EPSS 0.7%
Code ExecutionFrameworkAgent
langflowCWE-783 ATLAS
HIGH

Langflow: RCE via scanner bypass in custom components

CVE-2026-76059
8.8
EPSS 0.7%
Code ExecutionSupply ChainFrameworkAgent
langflowCWE-6933 ATLAS
HIGH

mistral.rs: unbounded media fetch enables DoS

GHSA-m3wp-48jr-vr4g
7.5
DoSInferenceAPI
mistralrs-server-corePatch: 0.8.18CWE-4001.8K3 ATLAS
HIGH

mistral.rs: SSRF & file-read via image/audio URLs

GHSA-wfgq-w7cq-qj7j
7.2
Data ExtractionDoSPrivacy ViolationInferenceAPI
mistralrs-server-corePatch: 0.8.18CWE-73943 ATLAS
MEDIUM

Langflow: IDOR in File component leaks user files

CVE-2026-9225
6.5
EPSS 0.4%
Auth BypassData LeakagePrivacy ViolationFrameworkAgentPlugin
langflowCWE-6393 ATLAS
CRITICAL

Langflow: unauth RCE via public MCP endpoints

CVE-2026-85025
9.8
EPSS 0.6%
Auth BypassCode ExecutionData LeakageFrameworkAgentPlugin
langflowCWE-8633 ATLAS
CRITICAL

Flowise: unauthenticated RCE via prediction API endpoint

CVE-2026-52098
9.8
EPSS 1.1%
Code ExecutionAuth BypassAgentFramework
flowise3 ATLAS
MEDIUM

Open WebUI: OAuth token exchange bypasses domain allowlist

CVE-2026-88005
6.5
EPSS 0.4%
Auth BypassAPI
open-webuiPatch: 0.9.0CWE-86322 ATLAS
MEDIUM

Open WebUI: OAuth endpoint skips role revocation checks

CVE-2026-88006
6.5
EPSS 0.4%
Auth BypassFramework
open-webuiPatch: 0.11.1CWE-86321 ATLAS
CRITICALEXPLOIT AVAIL

Gemini CLI: RCE via malicious .env GEMINI_CLI_HOME override

CVE-2026-13745
--
EPSS 0.7%
Code ExecutionSupply ChainAgentPlugin
run-gemini-cli GitHub Action4 ATLAS
HIGH

Velociraptor: VQL injection via notebook backup restore

CVE-2026-19584
7.7
EPSS 0.3%
Code ExecutionAuth BypassFramework
MEDIUMEXPLOIT AVAIL

open-webui: malicious chat history causes DoS

CVE-2026-88000
6.5
EPSS 0.6%
DoSFramework
open-webuiPatch: 0.11.1CWE-83522 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: SSRF via redirects reaches internal/metadata IPs

CVE-2026-88001
5.0
EPSS 0.4%
Data ExtractionRAGAgentPlugin
open-webuiPatch: 0.11.1CWE-91822 ATLAS
MEDIUMEXPLOIT AVAIL

open-webui: infinite-loop DoS crashes entire server

CVE-2026-88002
6.5
EPSS 0.6%
DoSFramework
open-webuiPatch: 0.11.1CWE-83522 ATLAS
HIGHEXPLOIT AVAIL

nuxt-ollama: API key leaked in public SSR payload

CVE-2026-59158
7.5
EPSS 0.5%
Data LeakageAuth BypassFrameworkAPIInference
nuxt-ollamaPatch: 1.3.1CWE-5221.9K3 ATLAS
HIGHEXPLOIT AVAIL

Open WebUI: SSRF leaks Azure platform channel

CVE-2026-87999
7.1
EPSS 0.4%
Data LeakageRAG
open-webuiPatch: 0.11.1CWE-91822 ATLAS
HIGH

Open WebUI: authZ flaw lets users kill shared KB configs

CVE-2026-87998
7.1
EPSS 0.5%
Auth BypassDoSRAGAPI
open-webuiPatch: 0.11.1CWE-26922 ATLAS
MEDIUMEXPLOIT AVAIL

Open WebUI: folder auth bypass injects rogue chats

CVE-2026-87997
4.3
EPSS 0.4%
Auth BypassFrameworkAPI
open-webuiPatch: 0.11.1CWE-63921 ATLAS
HIGH

Open WebUI: DNS rebinding SSRF exposes internal svcs

CVE-2026-87996
7.7
EPSS 0.4%
Data LeakageAuth BypassRAGPlugin
open-webuiPatch: 0.11.1CWE-36723 ATLAS

Frequently asked questions

What is an AI security threat feed?

An AI security threat feed is a continuously updated stream of vulnerabilities (CVEs) affecting AI and machine-learning systems — LLM frameworks, ML libraries, AI agents, vector databases, and inference servers — filtered out of the broader CVE firehose and enriched for relevance.

Which sources are the AI CVEs tracked from?

CVEs are tracked from NVD, GitHub Advisory, CISA KEV, and MITRE ATLAS, then enriched with CVSS, EPSS, exploitation confidence, AI-component classification, and compliance mappings.

What AI systems do these vulnerabilities affect?

Coverage spans LLM frameworks, ML libraries, AI agents, vector databases, and inference servers — the components most security teams now run in production.

How often is the AI threat feed updated?

The feed updates continuously as new CVEs are published and enriched, so the most recent AI/ML vulnerabilities appear at the top.

Is the AI security feed free?

Yes — the public feed is free to browse. A Pro subscription adds breaking alerts, MITRE ATLAS mappings, compliance reports (ISO 42001, EU AI Act), and full CISO analysis.

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